DEVELOPMENT... OpenML
Run
55731

Run 55731

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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
0.8142
Per class
Build CPU time
86.9381
Build memory
108225337.7965
F measure
0.5147
Per class
Kappa
0.404
KB relative information score
119.8302
Mean absolute error
0.1352
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.506
Per class
Predictive accuracy
0.5684
Prior entropy
2.4897
Recall
0.5684
Per class
Relative absolute error
0.6137
Root mean prior squared error
0.3314
Root mean squared error
0.3042
Root relative squared error
0.9179
SciMark benchmark
937.9492