DEVELOPMENT... OpenML
Run
27460

Run 27460

Task 2072 (Supervised Classification) covertype 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
0.9488
Per class
Build CPU time
1238.2514
Build memory
1490196274.6611
F measure
0.8812
Per class
Kappa
0.8194
KB relative information score
79146.7751
Mean absolute error
0.0619
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
0.884
Per class
Predictive accuracy
0.8856
Prior entropy
1.8698
Recall
0.8856
Per class
Relative absolute error
0.3339
Root mean prior squared error
0.3044
Root mean squared error
0.1682
Root relative squared error
0.5527
SciMark benchmark
917.3683