Run
543396

Run 543396

Task 4322 (Supervised Classification) fri_c4_1000_10 Uploaded 24-03-2016 by Giuseppe Casalicchio
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Flow

classif.rpart(44)Learner classif.rpart from package(s) rpart.
classif.rpart(44)_xval0
classif.rpart(44)_seed1
classif.rpart(44)_kindMersenne-Twister
classif.rpart(44)_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
0.8271
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8306
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6558
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6544.4832
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1692
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8305
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8308
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8308
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3433
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4113
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8287
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis
1.55
UserCPU time millis testing
0.24
UserCPU time millis training
1.31