Run
519038

Run 519038

Task 9900 (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
0.7386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2170.6392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.609
UserCPU time millis testing
2.14
UserCPU time millis training
31.469