Run
518143

Run 518143

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 30-01-2016 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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7659
Cross-validation details (10-fold Crossvalidation)
KB relative information score
764.6177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6837
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
58.889
UserCPU time millis testing
5.211
UserCPU time millis training
53.678