Run
513707

Run 513707

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(5)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(5)_seed1
classif.plsdaCaret(5)_kindMersenne-Twister
classif.plsdaCaret(5)_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
0.7226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
447.7654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0444
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.252
UserCPU time millis testing
0.051
UserCPU time millis training
0.201