DEVELOPMENT... OpenML
Run
18366

Run 18366

Task 54 (Supervised Classification) hepatitis Uploaded 10-06-2014 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)_I80
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
0.8641
Per class
F measure
0.8256
Per class
Kappa
0.4499
KB relative information score
52.86
Mean absolute error
0.2024
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
0.8222
Per class
Predictive accuracy
0.8323
Prior entropy
0.7418
Recall
0.8323
Per class
Relative absolute error
0.6135
Root mean prior squared error
0.4048
Root mean squared error
0.3311
Root relative squared error
0.8179
SciMark benchmark
922.7809[557.443486323891977.6534420818492457.6904706216674904.2565878661716.8605291283518]