Run
521959

Run 521959

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(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
0.5675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
805.1412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0568
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9801
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.72
UserCPU time millis testing
0.573
UserCPU time millis training
7.147