Run
518191

Run 518191

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.5865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2829
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.259
UserCPU time millis testing
0.037
UserCPU time millis training
0.222