Run
509260

Run 509260

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.5935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0504
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.13
UserCPU time millis testing
0.01
UserCPU time millis training
0.12