DEVELOPMENT... OpenML
Run
15791

Run 15791

Task 13 (Supervised Classification) breast-cancer Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(1)_I40
weka.AdaBoostM1_LMT(1)_P100
weka.AdaBoostM1_LMT(1)_S1
weka.AdaBoostM1_LMT(1)_Wweka.classifiers.trees.LMT
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
0.6425
Per class
F measure
0.6923
Per class
Kappa
0.245
KB relative information score
65.6641
Mean absolute error
0.2999
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.687
Per class
Predictive accuracy
0.7028
Prior entropy
0.8796
Recall
0.7028
Per class
Relative absolute error
0.717
Root mean prior squared error
0.457
Root mean squared error
0.5201
Root relative squared error
1.1379
SciMark benchmark
942.6424[558.69335417099721013.1203667026068482.14720472367435907.70090236320871751.5501218345944]