DEVELOPMENT... OpenML
Run
146319

Run 146319

Task 4001 (Supervised Classification) pc1_req 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)_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
0.5467
Per class
F measure
0.6176
Per class
Kappa
0.1179
KB relative information score
15.7959
Mean absolute error
0.4151
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6215
Per class
Predictive accuracy
0.6594
Prior entropy
0.9204
Recall
0.6594
Per class
Relative absolute error
0.9319
Root mean prior squared error
0.4718
Root mean squared error
0.4921
Root relative squared error
1.043
SciMark benchmark
915.2795
UserCPU time millis
30
UserCPU time millis training
30