Run
511953

Run 511953

Task 3909 (Supervised Classification) ar1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.6329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-116.2548
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Number of instances
121
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4067
Cross-validation details (10-fold Crossvalidation)
Recall
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2625
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.195
UserCPU time millis testing
0.014
UserCPU time millis training
0.181