Run
522096

Run 522096

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15614.3573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.695
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.948
UserCPU time millis testing
0.024
UserCPU time millis training
2.924