Run
510514

Run 510514

Task 3658 (Supervised Classification) fri_c3_250_10 Uploaded 27-01-2016 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
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.4877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6594
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.647
UserCPU time millis testing
2.19
UserCPU time millis training
10.457