Run
509597

Run 509597

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.6117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.6481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2913
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.4175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2463
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.153
UserCPU time millis testing
0.052
UserCPU time millis training
0.101