Run
519015

Run 519015

Task 3586 (Supervised Classification) abalone 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
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2452.9679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.498
UserCPU time millis testing
1.508
UserCPU time millis training
23.99