Run
520229

Run 520229

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.5318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
429.3276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0461
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.889
UserCPU time millis testing
0.206
UserCPU time millis training
25.683