DEVELOPMENT... OpenML
Run
118421

Run 118421

Task 48 (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)_I10
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
0.8538
Per class
Build CPU time
0.9872
Build memory
153523262.5743
F measure
0.8076
Per class
Kappa
0.6113
KB relative information score
163.3624
Mean absolute error
0.086
Mean prior absolute error
0.2004
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
0.8092
Per class
Predictive accuracy
0.8086
Prior entropy
1.0792
Recall
0.8086
Per class
Relative absolute error
0.4289
Root mean prior squared error
0.315
Root mean squared error
0.2643
Root relative squared error
0.8392
SciMark benchmark
937.279