Run
5794

Run 5794

Task 1720 (Learning Curve) car Uploaded 06-05-2014 by Jan van Rijn
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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.

17 Evaluation measures

Area under ROC curve
0.8731 ± 0.0166
Per class
KB relative information score
-0.1578 ± 0.014
Mean absolute error
0.2756 ± 0.0016
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Predictive accuracy
0.7002 ± 0.0023
Prior entropy
1.2058 ± 0.0093
Recall
0.7002 ± 0.0023
Per class
Relative absolute error
1.2035 ± 0.009
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.3348 ± 0.0015
Root relative squared error
0.9902 ± 0.0062
SciMark benchmark
864.4295