DEVELOPMENT... OpenML
Run
29485

Run 29485

Task 1868 (Supervised Classification) covertype Uploaded 12-10-2014 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
0.9953
Per class
Build CPU time
11363.6865
Build memory
3705993664
F measure
0.9557
Per class
Kappa
0.9288
KB relative information score
2600188.2534
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
0.9557
Per class
Predictive accuracy
0.9558
Prior entropy
1.7387
Recall
0.9558
Per class
Relative absolute error
0.1548
Root mean prior squared error
0.2984
Root mean squared error
0.1013
Root relative squared error
0.3394
SciMark benchmark
816.585