Run
509596

Run 509596

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.7429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.3825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2832
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.754
UserCPU time millis testing
0.206
UserCPU time millis training
18.548