DEVELOPMENT... OpenML
Run
109593

Run 109593

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I40
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.4651
Per class
Build CPU time
2.6778
Build memory
474132368.793
F measure
0.6942
Per class
Kappa
-0.0651
KB relative information score
-159.3836
Mean absolute error
0.3133
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6615
Per class
Predictive accuracy
0.7365
Prior entropy
0.7123
Recall
0.7365
Per class
Relative absolute error
0.9984
Root mean prior squared error
0.3958
Root mean squared error
0.4652
Root relative squared error
1.1753
SciMark benchmark
913.3372

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