Run
509276

Run 509276

Task 3815 (Supervised Classification) prnn_fglass 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
0.7212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.0066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1293
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.026
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.193
UserCPU time millis testing
0.053
UserCPU time millis training
0.14