Run
503384

Run 503384

Task 10082 (Learning Curve) pc3 Uploaded 28-12-2015 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
0.5672 ± 0.0795
Per class
F measure
0.8503 ± 0.0133
Per class
Kappa
0.0142 ± 0.0382
KB relative information score
-32.1184 ± 7.0746
Mean absolute error
0.1795 ± 0.008
Mean prior absolute error
0.1842 ± 0.0023
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.832 ± 0.0339
Per class
Predictive accuracy
0.8951 ± 0.0075
Prior entropy
0.478
Recall
0.8951 ± 0.0075
Per class
Relative absolute error
0.9745 ± 0.0497
Root mean prior squared error
0.3031 ± 0.0038
Root mean squared error
0.3051 ± 0.0092
Root relative squared error
1.0065 ± 0.0301
SciMark benchmark
1648.7758
UserCPU time millis
240
UserCPU time millis training
240