DEVELOPMENT... OpenML
Run
117845

Run 117845

Task 3845 (Supervised Classification) heart-c Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(2)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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8613
Per class
Build CPU time
1.416
Build memory
204655031.6568
F measure
0.7985
Per class
Kappa
0.5934
KB relative information score
179.1651
Mean absolute error
0.2025
Mean prior absolute error
0.4961
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7984
Per class
Predictive accuracy
0.7987
Prior entropy
0.9943
Recall
0.7987
Per class
Relative absolute error
0.4082
Root mean prior squared error
0.498
Root mean squared error
0.4377
Root relative squared error
0.8789
SciMark benchmark
924.2473