Run
509595

Run 509595

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.5033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.1594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3725
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4095
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.587
UserCPU time millis testing
0.447
UserCPU time millis training
4.14