Run
513552

Run 513552

Task 3609 (Supervised Classification) fri_c1_1000_5 Uploaded 28-01-2016 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
0.6712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.9951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.326
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1462
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.199
UserCPU time millis testing
0.057
UserCPU time millis training
0.142