Run
514147

Run 514147

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.6183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.4033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.226
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.159
UserCPU time millis testing
0.132
UserCPU time millis training
33.027