Run
511498

Run 511498

Task 11 (Supervised Classification) balance-scale Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(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
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
433.5231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0875
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.679
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.165
UserCPU time millis testing
0.013
UserCPU time millis training
0.152