DEVELOPMENT... OpenML
Run
109482

Run 109482

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8188
Per class
Build CPU time
0.0072
Build memory
594179400
F measure
0.8202
Per class
Kappa
0.6358
KB relative information score
157.0608
Mean absolute error
0.1828
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8207
Per class
Predictive accuracy
0.82
Prior entropy
0.9898
Recall
0.82
Per class
Relative absolute error
0.3709
Root mean prior squared error
0.4964
Root mean squared error
0.4224
Root relative squared error
0.851
SciMark benchmark
945.0532