DEVELOPMENT... OpenML
Run
21772

Run 21772

Task 10 (Supervised Classification) lymph Uploaded 20-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(1)_I80
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

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
0.8956
Per class
F measure
0.8714
Per class
Kappa
0.7556
KB relative information score
109.4627
Mean absolute error
0.0646
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8722
Per class
Predictive accuracy
0.8716
Prior entropy
1.2818
Recall
0.8716
Per class
Relative absolute error
0.2412
Root mean prior squared error
0.3639
Root mean squared error
0.2515
Root relative squared error
0.691
SciMark benchmark
925.9066[566.1281156198271949.706735503843484.75925509327664896.83199204956041732.1069241375499]