DEVELOPMENT... OpenML
Run
64976

Run 64976

Task 4391 (Supervised Classification) house_16H Uploaded 19-11-2014 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
0.9535
Per class
Build CPU time
15448.7541
Build memory
973711783.5543
F measure
0.8943
Per class
Kappa
0.7444
KB relative information score
141564.7375
Mean absolute error
0.1613
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.894
Per class
Predictive accuracy
0.8952
Prior entropy
0.8764
Recall
0.8952
Per class
Relative absolute error
0.3871
Root mean prior squared error
0.4565
Root mean squared error
0.2746
Root relative squared error
0.6015
SciMark benchmark
943.6824