DEVELOPMENT... OpenML
Run
55837

Run 55837

Task 1787 (Supervised Classification) cmc Uploaded 12-11-2014 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)_I80
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
0.6975
Per class
Build CPU time
69.4288
Build memory
565612304.6029
F measure
0.5134
Per class
Kappa
0.2454
KB relative information score
1839.2638
Mean absolute error
0.3538
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5128
Per class
Predictive accuracy
0.5143
Prior entropy
1.5392
Recall
0.5143
Per class
Relative absolute error
0.8212
Root mean prior squared error
0.4641
Root mean squared error
0.4495
Root relative squared error
0.9684
SciMark benchmark
941.7462