Run
572579

Run 572579

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(14)Learner classif.lda from package(s) MASS.
classif.lda(14)_openml.seed1
classif.lda(14)_openml.kindMersenne-Twister
classif.lda(14)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29190.2309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0576
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.24
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5313
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
95.693
UserCPU time millis testing
0.885
UserCPU time millis training
94.808