Run
509243

Run 509243

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(9)Learner classif.lda from package(s) MASS.
classif.lda(9)_seed1
classif.lda(9)_kindMersenne-Twister
classif.lda(9)_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
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.6959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
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
0.615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9688
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.131
UserCPU time millis testing
0.037
UserCPU time millis training
0.094