DEVELOPMENT... OpenML
Run
144554

Run 144554

Task 3840 (Supervised Classification) letter Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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.

22 Evaluation measures

Area under ROC curve
0.9973
Per class
F measure
0.9921
Per class
Kappa
0.8986
KB relative information score
15876.4316
Mean absolute error
0.01
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9921
Per class
Predictive accuracy
0.9922
Prior entropy
0.2455
Recall
0.9922
Per class
Relative absolute error
0.1284
Root mean prior squared error
0.1975
Root mean squared error
0.0788
Root relative squared error
0.3991
SciMark benchmark
945.6434
UserCPU time millis
24420
UserCPU time millis testing
150
UserCPU time millis training
24270