Run
521899

Run 521899

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6449.7791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0837
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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6301
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
2.538
UserCPU time millis testing
0.079
UserCPU time millis training
2.459