DEVELOPMENT... OpenML
Run
27603

Run 27603

Task 4463 (Supervised Classification) chscase_geyser1 Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.8935
Per class
Build CPU time
0.0083
Build memory
1211252263.5964
F measure
0.8815
Per class
Kappa
0.7497
KB relative information score
1440.674
Mean absolute error
0.181
Mean prior absolute error
0.4787
Number of instances
2220
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8931
Per class
Predictive accuracy
0.8847
Prior entropy
0.9694
Recall
0.8847
Per class
Relative absolute error
0.378
Root mean prior squared error
0.4891
Root mean squared error
0.3066
Root relative squared error
0.6268
SciMark benchmark
946.2932