DEVELOPMENT... OpenML
Run
128665

Run 128665

Task 48 (Supervised Classification) heart-c Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I20
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.7654
Per class
Build CPU time
0.012
Build memory
547546762.9835
F measure
0.7548
Per class
Kappa
0.5047
KB relative information score
117.1477
Mean absolute error
0.1207
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
0.7554
Per class
Predictive accuracy
0.7558
Prior entropy
1.0792
Recall
0.7558
Per class
Relative absolute error
0.6022
Root mean prior squared error
0.315
Root mean squared error
0.2986
Root relative squared error
0.9479
SciMark benchmark
909.5718