Run
503515

Run 503515

Task 10048 (Learning Curve) cal_housing 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
0.8666 ± 0.0095
Per class
F measure
0.8607 ± 0.0079
Per class
Kappa
0.7103 ± 0.0166
KB relative information score
13281.1607 ± 43.4186
Mean absolute error
0.1803 ± 0.011
Mean prior absolute error
0.4824 ± 0
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.8608 ± 0.0079
Per class
Predictive accuracy
0.8613 ± 0.0078
Prior entropy
0.9745
Recall
0.8613 ± 0.0078
Per class
Relative absolute error
0.3737 ± 0.0228
Root mean prior squared error
0.4911 ± 0
Root mean squared error
0.3488 ± 0.0084
Root relative squared error
0.7101 ± 0.0172
SciMark benchmark
1317.3998
UserCPU time millis
8280
UserCPU time millis testing
10
UserCPU time millis training
8270