DEVELOPMENT... OpenML
Run
16626

Run 16626

Task 39 (Supervised Classification) sonar Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I160
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
0.8928
Per class
F measure
0.7861
Per class
Kappa
0.5705
KB relative information score
86.8463
Mean absolute error
0.3063
Mean prior absolute error
0.4978
Number of instances
208
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7933
Per class
Predictive accuracy
0.7885
Prior entropy
0.9968
Recall
0.7885
Per class
Relative absolute error
0.6154
Root mean prior squared error
0.4989
Root mean squared error
0.3709
Root relative squared error
0.7435
SciMark benchmark
944.3514[555.6676246942531011.2594872886406482.36378704342826906.75889678256981765.7074124997566]