Run
513426

Run 513426

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
399.5049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
508
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6512
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.463
UserCPU time millis testing
0.091
UserCPU time millis training
4.372