Run
1851530

Run 1851530

Task 2075 (Supervised Classification) abalone Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.earth.preproc(1)Learner mlr.classif.earth.preproc from package(s) !earth.
mlr.classif.earth.preproc(1)_openml.seed1
mlr.classif.earth.preproc(1)_openml.kindMersenne-Twister
mlr.classif.earth.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1020.383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0072
Cross-validation details (10-fold Crossvalidation)