Run
521015

Run 521015

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4610.0048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7723
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.306
UserCPU time millis testing
0.055
UserCPU time millis training
1.251