Run
519173

Run 519173

Task 7559 (Supervised Classification) PizzaCutter3 Uploaded 04-02-2016 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
0.5577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.2451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1218
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Number of instances
1043
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5365
Cross-validation details (10-fold Crossvalidation)
Recall
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.327
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0671
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.763
UserCPU time millis testing
0.322
UserCPU time millis training
5.441