DEVELOPMENT... OpenML
Run
55351

Run 55351

Task 3708 (Supervised Classification) house_8L Uploaded 10-11-2014 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
0.9462
Per class
Build CPU time
2240.1686
Build memory
452643774.3873
F measure
0.8895
Per class
Kappa
0.7312
KB relative information score
14259.3913
Mean absolute error
0.1575
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8897
Per class
Predictive accuracy
0.8913
Prior entropy
0.8764
Recall
0.8913
Per class
Relative absolute error
0.3779
Root mean prior squared error
0.4565
Root mean squared error
0.2813
Root relative squared error
0.6163
SciMark benchmark
934.3289