DEVELOPMENT... OpenML
Run
27674

Run 27674

Task 335 (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
0.996
Per class
Build CPU time
8508.378
Build memory
2448262056
F measure
0.9607
Per class
Kappa
0.9369
KB relative information score
174069.2102
Mean absolute error
0.0241
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
0.9607
Per class
Predictive accuracy
0.9608
Prior entropy
1.7387
Recall
0.9608
Per class
Relative absolute error
0.1355
Root mean prior squared error
0.2983
Root mean squared error
0.0959
Root relative squared error
0.3213
SciMark benchmark
934.4172