Run
523778

Run 523778

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 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
0.6232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17031.3738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5684
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2245
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10311.562
UserCPU time millis testing
3302.209
UserCPU time millis training
7009.353