Run
522976

Run 522976

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3087.9003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.6334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9873
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
166.551
UserCPU time millis testing
1.14
UserCPU time millis training
165.411