DEVELOPMENT... OpenML
Run
146151

Run 146151

Task 3786 (Supervised Classification) visualizing_soil 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
0.9998
Per class
F measure
0.9998
Per class
Kappa
0.9995
KB relative information score
8636.9124
Mean absolute error
0.0002
Mean prior absolute error
0.495
Number of instances
8641
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9998
Per class
Predictive accuracy
0.9998
Prior entropy
0.9928
Recall
0.9998
Per class
Relative absolute error
0.0005
Root mean prior squared error
0.4975
Root mean squared error
0.0152
Root relative squared error
0.0306
SciMark benchmark
915.2795
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40