DEVELOPMENT... OpenML
Run
136491

Run 136491

Task 18 (Supervised Classification) mfeat-morphological Uploaded 31-12-2014 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)_I160
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
0.9162
Per class
Build CPU time
2.9817
Build memory
530202835.2
F measure
0.6862
Per class
Kappa
0.6522
KB relative information score
1374.9905
Mean absolute error
0.0624
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
0.686
Per class
Predictive accuracy
0.687
Prior entropy
3.3219
Recall
0.687
Per class
Relative absolute error
0.3465
Root mean prior squared error
0.3
Root mean squared error
0.2404
Root relative squared error
0.8015
SciMark benchmark
939.8609