Run
520228

Run 520228

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 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
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
645.0498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0926
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9295
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
64.048
UserCPU time millis testing
7.634
UserCPU time millis training
56.414