DEVELOPMENT... OpenML
Run
28108

Run 28108

Task 1868 (Supervised Classification) covertype Uploaded 09-10-2014 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
0.9947
Per class
Build CPU time
5289.8081
Build memory
3509671056.8
F measure
0.9538
Per class
Kappa
0.9259
KB relative information score
2597335.2658
Mean absolute error
0.0276
Mean prior absolute error
0.178
Number of instances
2905060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9539
Per class
Predictive accuracy
0.954
Prior entropy
1.7387
Recall
0.954
Per class
Relative absolute error
0.1548
Root mean prior squared error
0.2984
Root mean squared error
0.1031
Root relative squared error
0.3456
SciMark benchmark
937.9556