Run
523250

Run 523250

Task 3686 (Supervised Classification) house_16H 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
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10282.1131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0099
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.907
UserCPU time millis testing
0.039
UserCPU time millis training
6.868