Run
523759

Run 523759

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.6169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14896.0101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2751
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.652
UserCPU time millis testing
0.618
UserCPU time millis training
8.034