Versions in this module Expand all Collapse all v0 v0.2.0 Jun 16, 2016 Changes in this version + var DEBUG = 0 + var RuntimeDebug = 0 + func ComputeAccuracies(tp, fp, tn, fn []int64) (accuracies []float64) + func ComputeElapsedTimes(start, end []int64) (elaps []int64) + func ComputeFMeasures(precisions, recalls []float64) (fmeasures []float64) + type CM struct + func (cm *CM) ComputeNumeric(vs, actuals, predictions []int64) + func (cm *CM) ComputeStrings(valueSpace, targets, predictions []string) + func (cm *CM) FN() int + func (cm *CM) FNIndices() []int + func (cm *CM) FP() int + func (cm *CM) FPIndices() []int + func (cm *CM) GetColumnClassError() *tabula.Column + func (cm *CM) GetFalseRate() float64 + func (cm *CM) GetTrueRate() float64 + func (cm *CM) GroupIndexPredictions(sampleIds []int, actuals, predictions []int64) + func (cm *CM) GroupIndexPredictionsStrings(sampleIds []int, actuals, predictions []string) + func (cm *CM) String() (s string) + func (cm *CM) TN() int + func (cm *CM) TNIndices() []int + func (cm *CM) TP() int + func (cm *CM) TPIndices() []int + type Runtime struct + OOBStatsFile string + PerfFile string + RunOOB bool + StatFile string + func (rt *Runtime) AddOOBCM(cm *CM) + func (rt *Runtime) AddStat(stat *Stat) + func (rt *Runtime) CloseOOBStatsFile() (e error) + func (rt *Runtime) ComputeCM(sampleIds []int, vs, actuals, predicts []string) (cm *CM) + func (rt *Runtime) ComputeStatFromCM(stat *Stat, cm *CM) + func (rt *Runtime) ComputeStatTotal(stat *Stat) + func (rt *Runtime) Finalize() (e error) + func (rt *Runtime) Initialize() error + func (rt *Runtime) OOBStats() *Stats + func (rt *Runtime) OpenOOBStatsFile() error + func (rt *Runtime) Performance(samples tabula.ClasetInterface, predicts []string, probs []float64) (perfs Stats) + func (rt *Runtime) PrintOobStat(stat *Stat, cm *CM) + func (rt *Runtime) PrintStat(stat *Stat) + func (rt *Runtime) PrintStatTotal(st *Stat) + func (rt *Runtime) StatTotal() *Stat + func (rt *Runtime) WriteOOBStat(stat *Stat) error + func (rt *Runtime) WritePerformance() error + type Stat struct + AUC float64 + Accuracy float64 + ElapsedTime int64 + EndTime int64 + FMeasure float64 + FN int64 + FP int64 + FPRate float64 + ID int64 + OobError float64 + OobErrorMean float64 + Precision float64 + StartTime int64 + TN int64 + TNRate float64 + TP int64 + TPRate float64 + func (stat *Stat) End() + func (stat *Stat) Recall() float64 + func (stat *Stat) SetAUC(v float64) + func (stat *Stat) SetFPRate(fp, n int64) + func (stat *Stat) SetPrecisionFromRate(p, n int64) + func (stat *Stat) SetTPRate(tp, p int64) + func (stat *Stat) Start() + func (stat *Stat) Sum(other *Stat) + func (stat *Stat) ToRow() (row *tabula.Row) + func (stat *Stat) Write(file string) (e error) + type Stats []*Stat + func (stats *Stats) Accuracies() (accuracies []float64) + func (stats *Stats) Add(stat *Stat) + func (stats *Stats) EndTimes() (times []int64) + func (stats *Stats) FMeasures() (fmeasures []float64) + func (stats *Stats) FPRates() (fprates []float64) + func (stats *Stats) OobErrorMeans() (oobmeans []float64) + func (stats *Stats) Precisions() (precs []float64) + func (stats *Stats) Recalls() (recalls []float64) + func (stats *Stats) StartTimes() (times []int64) + func (stats *Stats) TNRates() (tnrates []float64) + func (stats *Stats) TPRates() (tprates []float64) + func (stats *Stats) Write(file string) (e error)
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