Run
522658

Run 522658

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5772.8895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0273
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4498
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
113.909
UserCPU time millis testing
0.523
UserCPU time millis training
113.386