Run
503954

Run 503954

Task 10055 (Learning Curve) kc1 Uploaded 29-12-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6603 ± 0.058
Per class
F measure
0.8087 ± 0.0187
Per class
Kappa
0.1834 ± 0.0661
KB relative information score
79.9346 ± 18.138
Mean absolute error
0.2235 ± 0.0149
Mean prior absolute error
0.2616 ± 0.0016
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.8005 ± 0.0271
Per class
Predictive accuracy
0.8393 ± 0.0255
Prior entropy
0.622
Recall
0.8393 ± 0.0255
Per class
Relative absolute error
0.8545 ± 0.0557
Root mean prior squared error
0.3615 ± 0.0023
Root mean squared error
0.3613 ± 0.0345
Root relative squared error
0.9994 ± 0.0924
SciMark benchmark
1334.0857
UserCPU time millis
220
UserCPU time millis training
220