Run
523432

Run 523432

Task 12 (Supervised Classification) mfeat-factors Uploaded 10-02-2016 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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1958.1697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
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
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.98
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.266
UserCPU time millis testing
0.033
UserCPU time millis training
9.233