DEVELOPMENT... OpenML
Run
55698

Run 55698

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.8284
Per class
Build CPU time
1.3636
Build memory
78631243.759
F measure
0.7597
Per class
Kappa
0.5174
KB relative information score
32.1827
Mean absolute error
0.3178
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.764
Per class
Predictive accuracy
0.759
Prior entropy
0.9919
Recall
0.759
Per class
Relative absolute error
0.643
Root mean prior squared error
0.4971
Root mean squared error
0.4093
Root relative squared error
0.8236
SciMark benchmark
938.259