DEVELOPMENT... OpenML
Run
29043

Run 29043

Task 2072 (Supervised Classification) covertype Uploaded 10-10-2014 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
0.95
Per class
Build CPU time
2640.2226
Build memory
2246141794.5395
F measure
0.884
Per class
Kappa
0.8239
KB relative information score
79311.9441
Mean absolute error
0.0618
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.887
Per class
Predictive accuracy
0.8884
Prior entropy
1.8698
Recall
0.8884
Per class
Relative absolute error
0.3337
Root mean prior squared error
0.3044
Root mean squared error
0.1664
Root relative squared error
0.5466
SciMark benchmark
932.334