Run
520311

Run 520311

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
831.4845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.442
UserCPU time millis testing
0.16
UserCPU time millis training
16.282