DEVELOPMENT... OpenML
Run
54565

Run 54565

Task 3688 (Supervised Classification) houses Uploaded 09-11-2014 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
0.9991
Per class
Build CPU time
773.0091
Build memory
275719338.4
F measure
0.9843
Per class
Kappa
0.9681
KB relative information score
19742.1261
Mean absolute error
0.0226
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9843
Per class
Predictive accuracy
0.9844
Prior entropy
0.9866
Recall
0.9844
Per class
Relative absolute error
0.046
Root mean prior squared error
0.4953
Root mean squared error
0.1054
Root relative squared error
0.2128
SciMark benchmark
935.2997