DEVELOPMENT... OpenML
Run
17461

Run 17461

Task 54 (Supervised Classification) hepatitis Uploaded 08-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_JRip(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1
weka.MultiBoostAB_JRip(1)_C3
weka.MultiBoostAB_JRip(1)_I10
weka.MultiBoostAB_JRip(1)_P100
weka.MultiBoostAB_JRip(1)_S1
weka.MultiBoostAB_JRip(1)_Wweka.classifiers.rules.JRip

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
0.8091
Per class
F measure
0.8062
Per class
Kappa
0.3766
KB relative information score
54.5746
Mean absolute error
0.1857
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
0.8022
Per class
Predictive accuracy
0.8194
Prior entropy
0.7418
Recall
0.8194
Per class
Relative absolute error
0.5628
Root mean prior squared error
0.4048
Root mean squared error
0.4194
Root relative squared error
1.0362
SciMark benchmark
944.3822[557.4434438486991014.9881711071126482.5806157404377908.01528932595751758.8835103978397]