DEVELOPMENT... OpenML
Run
109587

Run 109587

Task 18 (Supervised Classification) mfeat-morphological 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
0.8167
Per class
Build CPU time
21.9587
Build memory
140123177.6
F measure
0.6626
Per class
Kappa
0.6244
KB relative information score
1310.8737
Mean absolute error
0.0674
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.664
Per class
Predictive accuracy
0.662
Prior entropy
3.3219
Recall
0.662
Per class
Relative absolute error
0.3744
Root mean prior squared error
0.3
Root mean squared error
0.256
Root relative squared error
0.8533
SciMark benchmark
942.5053