Run
503958

Run 503958

Task 10047 (Learning Curve) Bioresponse Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.BFTree(4)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(4)_PPOSTPRUNED
weka.BFTree(4)_M2
weka.BFTree(4)_N5
weka.BFTree(4)_Ctrue
weka.BFTree(4)_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.

22 Evaluation measures

Area under ROC curve
0.7434 ± 0.0417
Per class
F measure
0.7604 ± 0.0289
Per class
Kappa
0.5167 ± 0.0584
KB relative information score
1370.5257 ± 17.108
Mean absolute error
0.3323 ± 0.0247
Mean prior absolute error
0.4964 ± 0.0001
Number of instances
3751
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.7608 ± 0.0285
Per class
Predictive accuracy
0.7611 ± 0.0285
Prior entropy
0.9948
Recall
0.7611 ± 0.0285
Per class
Relative absolute error
0.6695 ± 0.0497
Root mean prior squared error
0.4982 ± 0.0001
Root mean squared error
0.4456 ± 0.0331
Root relative squared error
0.8943 ± 0.0663
SciMark benchmark
1204.6541
UserCPU time millis
56310
UserCPU time millis testing
20
UserCPU time millis training
56290