DEVELOPMENT... OpenML
Run
110345

Run 110345

Task 3499 (Supervised Classification) squash-stored 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)_I160
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
0.7936
Per class
Build CPU time
0.017
Build memory
88072254.6154
F measure
0.7165
Per class
Kappa
0.5346
KB relative information score
27.381
Mean absolute error
0.2075
Mean prior absolute error
0.4135
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7274
Per class
Predictive accuracy
0.7115
Prior entropy
1.4782
Recall
0.7115
Per class
Relative absolute error
0.5017
Root mean prior squared error
0.4538
Root mean squared error
0.426
Root relative squared error
0.9388
SciMark benchmark
925.481