DEVELOPMENT... OpenML
Run
145906

Run 145906

Task 3503 (Supervised Classification) aids Uploaded 31-01-2015 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)_I160
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
0.5968
Per class
F measure
0.5398
Per class
Kappa
0.08
KB relative information score
6.1265
Mean absolute error
0.4397
Mean prior absolute error
0.5
Number of instances
50
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5401
Per class
Predictive accuracy
0.54
Prior entropy
1
Recall
0.54
Per class
Relative absolute error
0.8794
Root mean prior squared error
0.5
Root mean squared error
0.5684
Root relative squared error
1.1368
SciMark benchmark
943.6956
UserCPU time millis
20
UserCPU time millis training
20