Run
516703

Run 516703

Task 18 (Supervised Classification) mfeat-morphological Uploaded 29-01-2016 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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1363.1337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8226
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.275
UserCPU time millis testing
0.042
UserCPU time millis training
0.233