Run
522041

Run 522041

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 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
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15629.2329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6914
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
200.464
UserCPU time millis testing
7.23
UserCPU time millis training
193.234