Run
523117

Run 523117

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5338.806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.272
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.125
UserCPU time millis testing
0.723
UserCPU time millis training
11.402