DEVELOPMENT... OpenML
Run
109784

Run 109784

Task 2355 (Supervised Classification) meta_instanceincremental.arff 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
0.8071
Per class
Build CPU time
0.006
Build memory
124230896
F measure
0.8208
Per class
Kappa
0.6308
KB relative information score
13.0164
Mean absolute error
0.1049
Mean prior absolute error
0.2324
Number of instances
24
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8611
Per class
Predictive accuracy
0.8333
Prior entropy
1.3146
Recall
0.8333
Per class
Relative absolute error
0.4516
Root mean prior squared error
0.3388
Root mean squared error
0.2796
Root relative squared error
0.8254
SciMark benchmark
934.2858