DEVELOPMENT... OpenML
Run
135597

Run 135597

Task 3673 (Supervised Classification) fri_c0_100_10 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)_I40
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
0.6616
Per class
Build CPU time
0.002
Build memory
2024776536
F measure
0.6675
Per class
Kappa
0.3265
KB relative information score
33.0474
Mean absolute error
0.33
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6683
Per class
Predictive accuracy
0.67
Prior entropy
0.9931
Recall
0.67
Per class
Relative absolute error
0.6665
Root mean prior squared error
0.4975
Root mean squared error
0.5745
Root relative squared error
1.1547
SciMark benchmark
934.6076