Run
521134

Run 521134

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 06-02-2016 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
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1421.6115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4741
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.06
UserCPU time millis testing
0.594
UserCPU time millis training
25.466