Run
502459

Run 502459

Task 3876 (Supervised Classification) analcatdata_challenger Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(2)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(2)_na.actionna.impute
classif.randomForestSRC(2)_seed1
classif.randomForestSRC(2)_kindMersenne-Twister
classif.randomForestSRC(2)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.5601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1273
Cross-validation details (10-fold Crossvalidation)
Number of instances
138
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3712
Cross-validation details (10-fold Crossvalidation)
Recall
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.034
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.602
UserCPU time millis testing
1.341
UserCPU time millis training
2.261