DEVELOPMENT... OpenML
Run
58045

Run 58045

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 14-11-2014 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)_I40
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
0.9588
Per class
Build CPU time
1.9111
Build memory
76630416
F measure
0.8876
Per class
Kappa
0.7714
KB relative information score
158.948
Mean absolute error
0.1953
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
0.8883
Per class
Predictive accuracy
0.888
Prior entropy
0.9898
Recall
0.888
Per class
Relative absolute error
0.3962
Root mean prior squared error
0.4964
Root mean squared error
0.2896
Root relative squared error
0.5834
SciMark benchmark
935.1851