Run
521208

Run 521208

Task 3601 (Supervised Classification) cpu_small 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
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6033.4003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.943
UserCPU time millis testing
0.049
UserCPU time millis training
0.894