Run
508980

Run 508980

Task 9963 (Supervised Classification) seismic-bumps 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
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.85
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.2495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5477
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.204
UserCPU time millis testing
0.053
UserCPU time millis training
0.151