DEVELOPMENT... OpenML
Run
55724

Run 55724

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 12-11-2014 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
0.7461
Per class
Build CPU time
14.1657
Build memory
48391482.8108
F measure
0.6523
Per class
Kappa
0.391
KB relative information score
21.4383
Mean absolute error
0.2281
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6464
Per class
Predictive accuracy
0.6622
Prior entropy
1.5899
Recall
0.6622
Per class
Relative absolute error
0.7855
Root mean prior squared error
0.3782
Root mean squared error
0.3572
Root relative squared error
0.9445
SciMark benchmark
938.259