DEVELOPMENT... OpenML
Run
134043

Run 134043

Task 18 (Supervised Classification) mfeat-morphological 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)_I10
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
0.883
Per class
Build CPU time
0.22
Build memory
964961916.8
F measure
0.6835
Per class
Kappa
0.6489
KB relative information score
1363.8735
Mean absolute error
0.0639
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6836
Per class
Predictive accuracy
0.684
Prior entropy
3.3219
Recall
0.684
Per class
Relative absolute error
0.3551
Root mean prior squared error
0.3
Root mean squared error
0.2402
Root relative squared error
0.8006
SciMark benchmark
946.9091