Run
512336

Run 512336

Task 3616 (Supervised Classification) pm10 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
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.8637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.37
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.63
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.63
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2167
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.662
UserCPU time millis testing
0.322
UserCPU time millis training
4.34