DEVELOPMENT... OpenML
Run
58864

Run 58864

Task 3021 (Supervised Classification) sick 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
0.9956
Per class
Build CPU time
76.7018
Build memory
806146506.3775
F measure
0.9902
Per class
Kappa
0.9142
KB relative information score
3041.1278
Mean absolute error
0.0142
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9901
Per class
Predictive accuracy
0.9902
Prior entropy
0.3333
Recall
0.9902
Per class
Relative absolute error
0.1233
Root mean prior squared error
0.2398
Root mean squared error
0.0841
Root relative squared error
0.3509
SciMark benchmark
939.0518