Run
518562

Run 518562

Task 3594 (Supervised Classification) analcatdata_supreme Uploaded 30-01-2016 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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3392.6484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0526
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3645
Cross-validation details (10-fold Crossvalidation)
Number of instances
4052
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7946
Cross-validation details (10-fold Crossvalidation)
Recall
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.724
UserCPU time millis testing
0.013
UserCPU time millis training
0.711