Run
543398

Run 543398

Task 1817 (Supervised Classification) vehicle 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
0.7853
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.6687
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5712
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
2592.6636
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1609
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
4230
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Precision
0.6641
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6783
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6783
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4292
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4011
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9265
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis
0.19
UserCPU time millis testing
0.08
UserCPU time millis training
0.11