Run
506561

Run 506561

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 20-01-2016 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
0.6566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.5966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.275
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0994
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.469
UserCPU time millis testing
0.073
UserCPU time millis training
0.396