DEVELOPMENT... OpenML
Run
24678

Run 24678

Task 54 (Supervised Classification) hepatitis Uploaded 15-07-2014 by Felicia West
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I40
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.858
Per class
F measure
0.8412
Per class
Kappa
0.5045
KB relative information score
50.5987
Mean absolute error
0.2049
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8388
Per class
Predictive accuracy
0.8452
Prior entropy
0.7418
Recall
0.8452
Per class
Relative absolute error
0.6211
Root mean prior squared error
0.4048
Root mean squared error
0.3316
Root relative squared error
0.8193
SciMark benchmark
599.3992[345.94222597062935902.1325290212047263.55961098856255525.5493272064665959.8125269617608]