Run
509878

Run 509878

Task 3622 (Supervised Classification) autoPrice Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.3816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3349
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.469
UserCPU time millis testing
1.446
UserCPU time millis training
3.023