Run
523233

Run 523233

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.IBk(7)Learner classif.IBk from package(s) RWeka.
classif.IBk(7)_seed1
classif.IBk(7)_kindMersenne-Twister
classif.IBk(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
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12138.4614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.181
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
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9319
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
743.317
UserCPU time millis testing
94.149
UserCPU time millis training
649.168