DEVELOPMENT... OpenML
Run
58054

Run 58054

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9841
Per class
Build CPU time
1.2136
Build memory
100896026.6061
F measure
0.9697
Per class
Kappa
0.9333
KB relative information score
106.9931
Mean absolute error
0.0978
Mean prior absolute error
0.4548
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
0.9697
Per class
Predictive accuracy
0.9697
Prior entropy
0.9347
Recall
0.9697
Per class
Relative absolute error
0.2151
Root mean prior squared error
0.4765
Root mean squared error
0.1907
Root relative squared error
0.4002
SciMark benchmark
942.6348