Run
22215

Run 22215

Task 2075 (Supervised Classification) abalone Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I10
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2274
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1051.535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
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
0.2221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9997
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
902.4102[541.18542139684731014.9881073746852473.43116282050204906.75889678256981575.6875958185626]