DEVELOPMENT... OpenML
Run
46495

Run 46495

Task 4624 (Supervised Classification) pc2 Uploaded 02-11-2014 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
0.4141
Per class
Build CPU time
2321.9975
Build memory
210909323.7456
F measure
0.9937
Per class
Kappa
-0.0005
KB relative information score
-7759825.3308
Mean absolute error
0.2128
Mean prior absolute error
0.0084
Number of instances
55890
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9918
Per class
Predictive accuracy
0.9956
Prior entropy
0.0399
Recall
0.9956
Per class
Relative absolute error
25.4193
Root mean prior squared error
0.064
Root mean squared error
0.22
Root relative squared error
3.4363
SciMark benchmark
942.7014