Run
512263

Run 512263

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.5234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.6608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
115.352
UserCPU time millis testing
15.763
UserCPU time millis training
99.589