Run
519365

Run 519365

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.1518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1337
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1078
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
52.943
UserCPU time millis testing
5.891
UserCPU time millis training
47.052