DEVELOPMENT... OpenML
Run
57093

Run 57093

Task 264 (Supervised Classification) postoperative-patient-data 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)_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
0.4308
Per class
Build CPU time
4.927
Build memory
872842712
F measure
0.5149
Per class
Kappa
-0.2694
KB relative information score
-5.9904
Mean absolute error
0.3199
Mean prior absolute error
0.2798
Number of instances
29
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4828
Per class
Predictive accuracy
0.5517
Prior entropy
1.0305
Recall
0.5517
Per class
Relative absolute error
1.1434
Root mean prior squared error
0.3657
Root mean squared error
0.414
Root relative squared error
1.132
SciMark benchmark
941.4059

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