Run
519874

Run 519874

Task 3662 (Supervised Classification) fri_c4_1000_50 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
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
748.7896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.877
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7065
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
93.342
UserCPU time millis testing
6.846
UserCPU time millis training
86.496