Run
522707

Run 522707

Task 43 (Supervised Classification) spambase Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.hdrda(4)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(4)_seed1
classif.hdrda(4)_kindMersenne-Twister
classif.hdrda(4)_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
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3496.6141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.686
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.894
UserCPU time millis testing
2.14
UserCPU time millis training
25.754