Run
523720

Run 523720

Task 3885 (Supervised Classification) mfeat-pixel Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1758.5799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4216
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
70.841
UserCPU time millis testing
7.872
UserCPU time millis training
62.969