Run
498137

Run 498137

Task 1 (Supervised Classification) anneal Uploaded 04-12-2015 by Giuseppe Casalicchio
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Flow

classif.rpart(37)Learner classif.rpart from package(s) rpart.
classif.rpart(37)_xval0
classif.rpart(37)_seed1
classif.rpart(37)_kindMersenne-Twister
classif.rpart(37)_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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
821.1566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3419
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.027
UserCPU time millis testing
0.013
UserCPU time millis training
0.014