Run
521235

Run 521235

Task 3601 (Supervised Classification) cpu_small 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
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5586.5547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7705
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.75
UserCPU time millis testing
0.013
UserCPU time millis training
1.737