DEVELOPMENT... OpenML
Run
146798

Run 146798

Task 3882 (Supervised Classification) pendigits Uploaded 01-02-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I80
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9951
Per class
F measure
0.9978
Per class
Kappa
0.9883
KB relative information score
10816.463
Mean absolute error
0.0022
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9978
Per class
Predictive accuracy
0.9978
Prior entropy
0.482
Recall
0.9978
Per class
Relative absolute error
0.0117
Root mean prior squared error
0.3054
Root mean squared error
0.0467
Root relative squared error
0.153
SciMark benchmark
770.3451
UserCPU time millis
19100
UserCPU time millis testing
290
UserCPU time millis training
18810