Run
521725

Run 521725

Task 14 (Supervised Classification) mfeat-fourier Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1601.5664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2117
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6506
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.233
UserCPU time millis testing
0.021
UserCPU time millis training
3.212