Run
52927

Run 52927

Task 2098 (Learning Curve) abalone Uploaded 07-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.BFTree(2)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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.

19 Evaluation measures

Area under ROC curve
0.678 ± 0.0106
Per class
Build CPU time
0.9336
Build memory
3692302582.6462
Kappa
0.1261 ± 0.013
KB relative information score
0.1897 ± 0.0065
Mean absolute error
0.057 ± 0.0004
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.2485 ± 0.011
Prior entropy
3.6031 ± 0.0188
Recall
0.2485 ± 0.011
Per class
Relative absolute error
0.9223 ± 0.0062
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.1744 ± 0.002
Root relative squared error
0.9926 ± 0.0116
SciMark benchmark
1629.4508