DEVELOPMENT... OpenML
Run
6389

Run 6389

Task 35 (Supervised Classification) dermatology Uploaded 15-05-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(1)_I10
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.7686
Per class
F measure
0.3497
Per class
Kappa
0.3397
KB relative information score
134.3949
Mean absolute error
0.2033
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2755
Per class
Predictive accuracy
0.5027
Prior entropy
2.4378
Recall
0.5027
Per class
Relative absolute error
0.763
Root mean prior squared error
0.3649
Root mean squared error
0.3191
Root relative squared error
0.8744
SciMark benchmark
940.1758[537.68203895457711013.919993711725480.4213690634573910.53832226537881758.3172656914378]