Run
515694

Run 515694

Task 21 (Supervised Classification) car Uploaded 28-01-2016 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
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1224.478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6787
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.488
UserCPU time millis testing
0.115
UserCPU time millis training
0.373