DEVELOPMENT... OpenML
Run
29200

Run 29200

Task 335 (Supervised Classification) covertype Uploaded 11-10-2014 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)_I40
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
0.9965
Per class
Build CPU time
19532.086
Build memory
2433289024
F measure
0.9618
Per class
Kappa
0.9387
KB relative information score
174283.2895
Mean absolute error
0.024
Mean prior absolute error
0.178
Number of instances
191733
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9618
Per class
Predictive accuracy
0.9619
Prior entropy
1.7387
Recall
0.9619
Per class
Relative absolute error
0.1351
Root mean prior squared error
0.2983
Root mean squared error
0.094
Root relative squared error
0.3152
SciMark benchmark
923.141