DEVELOPMENT... OpenML
Run
46985

Run 46985

Task 4609 (Supervised Classification) jm1 Uploaded 05-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7666
Per class
Build CPU time
4973.4347
Build memory
1531216467.1321
F measure
0.7902
Per class
Kappa
0.2637
KB relative information score
7444.7029
Mean absolute error
0.2589
Mean prior absolute error
0.3121
Number of instances
108850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7931
Per class
Predictive accuracy
0.8213
Prior entropy
0.7088
Recall
0.8213
Per class
Relative absolute error
0.8294
Root mean prior squared error
0.395
Root mean squared error
0.3622
Root relative squared error
0.9169
SciMark benchmark
945.8425