DEVELOPMENT... OpenML
Run
12348

Run 12348

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_I40
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
0.9394
Per class
F measure
0.8699
Per class
Kappa
0.738
KB relative information score
445.958
Mean absolute error
0.1853
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8724
Per class
Predictive accuracy
0.8696
Prior entropy
0.9913
Recall
0.8696
Per class
Relative absolute error
0.3751
Root mean prior squared error
0.497
Root mean squared error
0.3061
Root relative squared error
0.6159
SciMark benchmark
915.7777[568.5269216233569862.5582076850433483.6674820550281905.8189190131481758.3171307218695]