DEVELOPMENT... OpenML
Run
46770

Run 46770

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 04-11-2014 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
0.9581
Per class
Build CPU time
7.3256
Build memory
415096071.2
F measure
0.8915
Per class
Kappa
0.7793
KB relative information score
158.5355
Mean absolute error
0.1968
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8925
Per class
Predictive accuracy
0.892
Prior entropy
0.9898
Recall
0.892
Per class
Relative absolute error
0.3993
Root mean prior squared error
0.4964
Root mean squared error
0.2893
Root relative squared error
0.5828
SciMark benchmark
942.0655