Run
520050

Run 520050

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 05-02-2016 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
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
637.7907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8511
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.167
UserCPU time millis testing
0.168
UserCPU time millis training
2.999