Run
571846

Run 571846

Task 14967 (Supervised Classification) cjs Uploaded 05-05-2016 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
0.7395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1384.1255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.5712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0236
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.764
UserCPU time millis testing
0.089
UserCPU time millis training
1.675