Run
6121

Run 6121

Task 272 (Supervised Classification) haberman Uploaded 14-05-2014 by Joaquin Vanschoren
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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
0.6464
Per class
Cross-validation details (33% Holdout set)
F measure
0.6161
Per class
Cross-validation details (33% Holdout set)
KB relative information score
6.7127
Cross-validation details (33% Holdout set)
Mean absolute error
0.349
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5329
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.73
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.73
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8894
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.435
Cross-validation details (33% Holdout set)
Root relative squared error
0.9798
Cross-validation details (33% Holdout set)
SciMark benchmark
915.4899[567.4172762199996855.2840612762654484.7593072718849910.53839766977511759.4502550697425]