Run
510704

Run 510704

Task 3578 (Supervised Classification) diggle_table_a2 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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
301.9355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.661
UserCPU time millis testing
0.073
UserCPU time millis training
2.588