Run
516973

Run 516973

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
293.1605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0573
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5378
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.64
UserCPU time millis testing
0.107
UserCPU time millis training
5.533