DEVELOPMENT... OpenML
Run
134936

Run 134936

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I20
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.6157
Per class
Build CPU time
0.0103
Build memory
2932594190.4
F measure
0.6233
Per class
Kappa
0.2322
KB relative information score
114.3986
Mean absolute error
0.376
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6229
Per class
Predictive accuracy
0.624
Prior entropy
0.9875
Recall
0.624
Per class
Relative absolute error
0.7653
Root mean prior squared error
0.4956
Root mean squared error
0.6132
Root relative squared error
1.2372
SciMark benchmark
946.9091