DEVELOPMENT... OpenML
Run
49048

Run 49048

Task 3837 (Supervised Classification) hayes-roth Uploaded 06-11-2014 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
0.8922
Per class
Build CPU time
4.3072
Build memory
962287564.1212
F measure
0.7626
Per class
Kappa
0.4956
KB relative information score
58.381
Mean absolute error
0.2757
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7624
Per class
Predictive accuracy
0.7652
Prior entropy
0.9635
Recall
0.7652
Per class
Relative absolute error
0.581
Root mean prior squared error
0.4869
Root mean squared error
0.3487
Root relative squared error
0.7162
SciMark benchmark
935.2997