Run
514010

Run 514010

Task 9971 (Supervised Classification) ilpd Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.5758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.1906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.229
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.377
UserCPU time millis testing
0.185
UserCPU time millis training
6.192