DEVELOPMENT... OpenML
Run
24171

Run 24171

Task 54 (Supervised Classification) hepatitis Uploaded 01-07-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LADTree(1)_I10
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.LADTree(1)_B10

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
0.781
Per class
F measure
0.777
Per class
Kappa
0.293
KB relative information score
39.0418
Mean absolute error
0.2112
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
0.7706
Per class
Predictive accuracy
0.7871
Prior entropy
0.7418
Recall
0.7871
Per class
Relative absolute error
0.6402
Root mean prior squared error
0.4048
Root mean squared error
0.4412
Root relative squared error
1.09
SciMark benchmark
895.9027[533.8967436133674962.0344422444904457.30059681515183861.74883377185781664.5331011107885]