Run
522522

Run 522522

Task 3952 (Supervised Classification) chess Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20185.2371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
790.673
UserCPU time millis testing
3.567
UserCPU time millis training
787.106