DEVELOPMENT... OpenML
Run
10049

Run 10049

Task 52 (Supervised Classification) heart-statlog 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)_I20
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
0.8891
Per class
F measure
0.815
Per class
Kappa
0.6256
KB relative information score
151.1045
Mean absolute error
0.2253
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8152
Per class
Predictive accuracy
0.8148
Prior entropy
0.9912
Recall
0.8148
Per class
Relative absolute error
0.4561
Root mean prior squared error
0.4969
Root mean squared error
0.3682
Root relative squared error
0.741
SciMark benchmark
947.9738[565.02776169467961015.5230404536866483.88543266528814913.71210817040291761.7204843045454]