Run
509708

Run 509708

Task 3921 (Supervised Classification) jEdit_4.0_4.2 Uploaded 27-01-2016 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
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.9141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
274
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9516
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.354
UserCPU time millis testing
0.755
UserCPU time millis training
2.599