DEVELOPMENT... OpenML
Run
109780

Run 109780

Task 2274 (Supervised Classification) meta_ensembles.arff 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)_I80
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
0.6494
Per class
Build CPU time
0.0072
Build memory
139469835.5676
F measure
0.5653
Per class
Kappa
0.2613
KB relative information score
18.4011
Mean absolute error
0.2316
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5815
Per class
Predictive accuracy
0.5541
Prior entropy
1.5899
Recall
0.5541
Per class
Relative absolute error
0.7976
Root mean prior squared error
0.3782
Root mean squared error
0.4593
Root relative squared error
1.2145
SciMark benchmark
923.3659