DEVELOPMENT... OpenML
Run
110245

Run 110245

Task 1778 (Supervised Classification) mfeat-fourier 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
0.8816
Per class
Build CPU time
0.5695
Build memory
539974372.8
F measure
0.7885
Per class
Kappa
0.763
KB relative information score
7739.7545
Mean absolute error
0.044
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7925
Per class
Predictive accuracy
0.7867
Prior entropy
3.3219
Recall
0.7867
Per class
Relative absolute error
0.2445
Root mean prior squared error
0.3
Root mean squared error
0.2055
Root relative squared error
0.6851
SciMark benchmark
945.5885