Run
519035

Run 519035

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.7198
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2031.5472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2488
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0585
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.262
UserCPU time millis testing
0.033
UserCPU time millis training
0.229