Run
509377

Run 509377

Task 3868 (Supervised Classification) glass Uploaded 27-01-2016 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
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3832
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2935
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.153
UserCPU time millis testing
0.041
UserCPU time millis training
0.112