DEVELOPMENT... OpenML
Run
134643

Run 134643

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)_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
0.8966
Per class
Build CPU time
0.4221
Build memory
1573056409.6
F measure
0.6844
Per class
Kappa
0.65
KB relative information score
1366.7665
Mean absolute error
0.0633
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
0.6845
Per class
Predictive accuracy
0.685
Prior entropy
3.3219
Recall
0.685
Per class
Relative absolute error
0.3519
Root mean prior squared error
0.3
Root mean squared error
0.2406
Root relative squared error
0.8019
SciMark benchmark
939.084