Run
523246

Run 523246

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

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16594.73
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1052
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7105
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
607.866
UserCPU time millis testing
8.366
UserCPU time millis training
599.5