DEVELOPMENT... OpenML
Run
109893

Run 109893

Task 3602 (Supervised Classification) visualizing_environmental 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
0.6075
Per class
Build CPU time
0.0064
Build memory
893828498.6667
F measure
0.6305
Per class
Kappa
0.2592
KB relative information score
28.3483
Mean absolute error
0.3719
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6304
Per class
Predictive accuracy
0.6306
Prior entropy
0.9986
Recall
0.6306
Per class
Relative absolute error
0.7454
Root mean prior squared error
0.4995
Root mean squared error
0.6018
Root relative squared error
1.2049
SciMark benchmark
913.3372