Run
522403

Run 522403

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16403.6733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1085
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
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7214
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
261.364
UserCPU time millis testing
6.634
UserCPU time millis training
254.73