Run
513553

Run 513553

Task 3609 (Supervised Classification) fri_c1_1000_5 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
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
836.2434
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5713
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.292
UserCPU time millis testing
0.314
UserCPU time millis training
5.978