Run
20505

Run 20505

Task 2075 (Supervised Classification) abalone Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I40
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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.

19 Evaluation measures

Area under ROC curve
0.6493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
921.7742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0541
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5756[567.04832706770641015.2555353338006483.2321174670136909.59049649383251757.751385454742]