DEVELOPMENT... OpenML
Run
117484

Run 117484

Task 1802 (Supervised Classification) ecoli Uploaded 10-12-2014 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)_I40
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
0.9339
Per class
Build CPU time
1.1
Build memory
490743914.4
F measure
0.8374
Per class
Kappa
0.7817
KB relative information score
1262.1017
Mean absolute error
0.0387
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8334
Per class
Predictive accuracy
0.8423
Prior entropy
2.2353
Recall
0.8423
Per class
Relative absolute error
0.2117
Root mean prior squared error
0.3016
Root mean squared error
0.1925
Root relative squared error
0.6382
SciMark benchmark
937.279