Run
523396

Run 523396

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 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
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1505.022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3423
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
158.547
UserCPU time millis testing
0.725
UserCPU time millis training
157.822