Run
514603

Run 514603

Task 3718 (Supervised Classification) boston 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
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
397.2612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6511
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.775
UserCPU time millis testing
0.106
UserCPU time millis training
4.669