DEVELOPMENT... OpenML
Run
116366

Run 116366

Task 18 (Supervised Classification) mfeat-morphological Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I160
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.9371
Per class
Build CPU time
3.0201
Build memory
88332829.6
F measure
0.7031
Per class
Kappa
0.6733
KB relative information score
856.4858
Mean absolute error
0.1396
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
0.708
Per class
Predictive accuracy
0.706
Prior entropy
3.3219
Recall
0.706
Per class
Relative absolute error
0.7756
Root mean prior squared error
0.3
Root mean squared error
0.2405
Root relative squared error
0.8018
SciMark benchmark
925.481