DEVELOPMENT... OpenML
Run
109824

Run 109824

Task 3497 (Supervised Classification) grub-damage 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
0.5631
Per class
Build CPU time
0.0399
Build memory
644706840.2065
F measure
0.3707
Per class
Kappa
0.1381
KB relative information score
31.9897
Mean absolute error
0.3192
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.369
Per class
Predictive accuracy
0.3742
Prior entropy
1.9281
Recall
0.3742
Per class
Relative absolute error
0.8776
Root mean prior squared error
0.4263
Root mean squared error
0.5467
Root relative squared error
1.2824
SciMark benchmark
945.5885