DEVELOPMENT... OpenML
Run
58635

Run 58635

Task 3915 (Supervised Classification) kc3 Uploaded 15-11-2014 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)_I20
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
0.776
Per class
Build CPU time
12.7007
Build memory
3299303692.4018
F measure
0.8988
Per class
Kappa
0.334
KB relative information score
-68.0191
Mean absolute error
0.1388
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8955
Per class
Predictive accuracy
0.9127
Prior entropy
0.4551
Recall
0.9127
Per class
Relative absolute error
0.8089
Root mean prior squared error
0.2917
Root mean squared error
0.2711
Root relative squared error
0.9295
SciMark benchmark
941.6914