DEVELOPMENT... OpenML
Run
135293

Run 135293

Task 248 (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)_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
0.9228
Per class
Build CPU time
0.618
Build memory
2599347976
F measure
0.7094
Per class
Kappa
0.6798
KB relative information score
466.4523
Mean absolute error
0.0578
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7091
Per class
Predictive accuracy
0.7121
Prior entropy
3.3219
Recall
0.7121
Per class
Relative absolute error
0.3209
Root mean prior squared error
0.3
Root mean squared error
0.2314
Root relative squared error
0.7712
SciMark benchmark
946.9091