Run
7932594

Run 7932594

Task 49 (Supervised Classification) tic-tac-toe Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0314603245670292
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
515.5003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7045
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.605
UserCPU time millis testing
0.143
UserCPU time millis training
0.462